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DB-Engines Ranking of Relational DBMS

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The DB-Engines Ranking ranks database management systems according to their popularity. The ranking is updated monthly.

This is a partial list of the complete ranking showing only relational DBMS.

Read more about the method of calculating the scores.

☑ include secondary database models				189 systems in ranking, October 2026
Rank			DBMS	Database Model	Score
Oct 2026	Sep 2026	Oct 2025			Oct 2026	Sep 2026	Oct 2025
1.	1.	1.	Oracle	Relational, Multi-model Relational DBMS Document store Graph DBMS RDF store Spatial DBMS Vector DBMS	1119.79	-2.48	-92.98
2.	2.	2.	MySQL	Relational, Multi-model Relational DBMS Document store Spatial DBMS	837.96	-6.85	-41.70
3.	3.	3.	Microsoft SQL Server	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	694.47	-4.22	-20.58
4.	4.	4.	PostgreSQL	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS Vector DBMS	688.75	+5.50	+45.56
5.	5.	5.	Snowflake	Relational	221.30	+9.69	+22.65
6.	6.	6.	Databricks	Multi-model Document store Relational DBMS	171.24	+2.90	+42.44
7.	7.	7.	IBM Db2	Relational, Multi-model Relational DBMS Document store RDF store Spatial DBMS	106.29	-4.28	-16.08
8.	8.	8.	SQLite	Relational	95.73	-1.32	-8.82
9.	9.	9.	MariaDB	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	75.60	+1.18	-12.16
10.	11.	12.	Apache Hive	Relational	69.58	-0.53	-5.64
11.	10.	11.	Microsoft Azure SQL Database	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	68.55	-2.29	-6.94
12.	12.	10.	Microsoft Access	Relational	63.32	+0.27	-17.47
13.	13.	13.	Google BigQuery	Relational	49.78	-2.80	-13.43
14.	14.	16.	SAP HANA	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	32.40	-0.79	+0.75
15.	15.	14.	Teradata	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS Time Series DBMS	31.23	+0.05	-1.88
16.	16.	15.	FileMaker	Relational	29.80	-0.35	-3.03
17.	18.	20.	ClickHouse	Relational, Multi-model Relational DBMS Document Stores Spatial DBMS Time Series DBMS Vector DBMS	26.18	+0.35	+6.00
18.	17.	17.	SAP Adaptive Server	Relational, Multi-model Relational DBMS Spatial DBMS	24.87	-1.19	-2.28
19.	19.	19.	PostGIS	Spatial, Multi-model Spatial DBMS Relational DBMS	23.96	+0.10	+2.91
20.	20.	18.	Apache Spark (SQL)	Relational	22.37	-0.95	-1.41
21.	21.		Microsoft Fabric	Relational	18.99	-0.42
22.	22.	21.	Firebird	Relational	18.36	+0.93	+0.94
23.	23.	23.	Amazon Redshift	Relational	17.08	+0.62	+2.49
24.	24.	24.	Microsoft Azure Synapse Analytics	Relational	15.90	-0.29	+2.09
25.	25.	22.	Informix	Relational, Multi-model Relational DBMS Document store Spatial DBMS Time Series DBMS	13.29	+0.41	-1.63
26.	26.	26.	Apache Flink	Relational	11.57	+0.06	-0.07
27.	28.	28.	DuckDB	Relational	11.43	+0.83	+2.50
28.	27.	25.	Apache Impala	Relational, Multi-model Relational DBMS Document store	11.04	-0.06	-2.25
29.	30.	29.	Amazon Aurora	Relational, Multi-model Relational DBMS Document store Spatial DBMS Vector DBMS	10.15	+0.58	+2.10
30.	29.	30.	H2	Relational, Multi-model Relational DBMS Spatial DBMS	9.15	-0.49	+1.63
31.	32.	34.	Trino	Relational, Multi-model Relational DBMS Document store Key-value store Spatial DBMS Search engine Time Series DBMS Wide column store	8.00	+0.21	+1.65
32.	33.	27.	Vertica	Relational, Multi-model Relational DBMS Spatial DBMS Time Series DBMS	7.91	+0.17	-1.43
33.	31.	31.	Kdb	Multi-model Time Series DBMS Vector DBMS Relational DBMS	7.84	-0.58	+0.33
34.	34.	32.	dBASE	Relational	7.04	+0.27	-0.32
35.	37.	38.	TimescaleDB Detailed vendor-provided information available	Time Series, Multi-model Time Series DBMS Relational DBMS	6.32	+0.40	+1.73
36.	35.	36.	Presto	Relational	6.23	+0.05	+0.01
37.	36.	35.	Netezza	Relational	5.87	-0.07	-0.40
38.	38.	33.	Greenplum	Relational, Multi-model Relational DBMS Document store Spatial DBMS	5.75	+0.17	-1.38
39.	40.	42.	Apache Druid	Multi-model Relational DBMS Time Series DBMS	4.67	+0.30	+1.03
40.	39.	62.	DolphinDB	Multi-model Time Series DBMS Vector DBMS Relational DBMS	4.55	-0.28	+2.49
41.	42.	39.	CockroachDB Detailed vendor-provided information available	Multi-model Multi-Model DBMS Relational DBMS CockroachDB supports relational, semi-structured JSON/document, vector/embedding, geospatial, and typed categorical/enumeration data, all exposed via SQL, on the same strongly consistent, globally distributed data platform.	4.43	+0.21	-0.14
42.	41.	37.	Oracle Essbase	Relational	4.29	-0.06	-0.63
43.	45.	44.	Interbase	Relational	3.76	+0.37	+0.18
44.	43.	45.	Oracle NoSQL	Multi-model Document store Key-value store Relational DBMS	3.54	-0.03	+0.19
45.	47.	40.	OpenEdge	Relational	3.45	+0.28	-0.33
46.	46.	47.	TiDB	Relational, Multi-model Relational DBMS Vector DBMS	3.33	+0.03	+0.14
47.	55.	46.	SAP SQL Anywhere	Relational	3.32	+0.38	+0.05
48.	44.	65.	Alibaba Cloud PolarDB	Relational	3.16	-0.24	+1.23
49.	49.	49.	Microsoft Azure Data Explorer	Relational, Multi-model Relational DBMS Document store Event Store Graph DBMS Spatial DBMS Search engine Time Series DBMS	3.13	+0.04	-0.01
50.	51.	50.	SingleStore	Relational, Multi-model Relational DBMS Document store Spatial DBMS Time Series DBMS Vector DBMS	3.06	+0.01	+0.01
51.	48.	43.	QuestDB	Time Series, Multi-model Time Series DBMS Relational DBMS	3.05	-0.08	-0.54
52.	52.	69.	TDengine	Time Series, Multi-model Time Series DBMS Relational DBMS	3.04	+0.03	+1.31
53.	50.	41.	Ingres	Relational	3.03	-0.05	-0.70
54.	53.	48.	Apache Derby	Relational	2.98	-0.02	-0.18
55.	54.	53.	Google Cloud Spanner	Relational	2.92	-0.05	+0.12
56.	56.	51.	Apache Ignite	Multi-model Key-value store Relational DBMS	2.76	+0.01	-0.24
57.	57.	54.	HyperSQL	Relational	2.50	-0.09	-0.26
58.	58.	55.	Virtuoso	Multi-model Document store Graph DBMS Native XML DBMS Relational DBMS RDF store Search engine Spatial DBMS	2.35	-0.01	-0.39
59.	59.	105.	Rockset	Document, Multi-model Document store Relational DBMS Search engine	2.34	+0.10	+1.58
60.	60.	56.	SAP IQ	Relational	2.24	+0.01	-0.26
61.	61.	60.	YugabyteDB	Relational, Multi-model Relational DBMS Document store Wide column store	2.21	+0.05	+0.08
62.	66.	63.	4D	Relational	2.09	+0.12	+0.06
63.	64.	58.	Citus	Relational, Multi-model Relational DBMS Document store	2.08	+0.03	-0.12
64.	63.	57.	InterSystems IRIS	Multi-model Document store Key-value store Object oriented DBMS Relational DBMS	2.07	+0.02	-0.13
65.	62.	52.	OceanBase	Multi-model Relational DBMS Vector DBMS Document store Wide column store	2.05	-0.09	-0.84
66.	65.	59.	Apache Phoenix	Relational	2.02	-0.01	-0.11
67.	67.	71.	GBase	Relational	1.87	-0.08	+0.19
68.	69.	66.	MaxDB	Relational	1.87	+0.02	+0.01
69.	68.	61.	Percona Server for MySQL	Relational	1.86	-0.01	-0.21
70.	75.	86.	StarRocks	Relational	1.75	+0.19	+0.51
71.	70.	67.	Apache Drill	Multi-model Document store Relational DBMS	1.71	+0.01	-0.08
72.	72.	76.	PlanetScale	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.71	+0.08	+0.21
73.	73.	70.	SpatiaLite	Spatial, Multi-model Spatial DBMS Relational DBMS	1.64	+0.01	-0.09
74.	71.	68.	EDB Postgres	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.59	-0.07	-0.16
75.	78.	74.	Datomic	Relational	1.52	+0.02	-0.02
76.	74.	77.	Fauna	Multi-model Document store Graph DBMS Relational DBMS Time Series DBMS	1.51	-0.06	+0.02
77.	77.	73.	EXASOL	Relational	1.51	+0.01	-0.08
78.	76.	75.	MonetDB	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.49	-0.05	-0.02
79.	79.	81.	Vitess	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.48	-0.01	+0.16
80.	80.	72.	HFSQL	Relational	1.47	+0.07	-0.15
81.	81.	78.	TDSQL for MySQL	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.41	+0.03	+0.04
82.	82.	79.	GridGain	Multi-model Columnar Key-value store Object oriented DBMS Relational DBMS	1.33	+0.01	-0.03
83.	91.	97.	FoundationDB	Multi-model Document store Key-value store Relational DBMS	1.31	+0.21	+0.37
84.	83.	80.	Tarantool	Multi-model Document store Key-value store Relational DBMS Spatial DBMS	1.25	+0.01	-0.06
85.	84.	82.	Empress	Relational	1.19	-0.03	-0.11
86.	87.	85.	VoltDB	Relational	1.19	0.00	-0.07
87.	89.	89.	HEAVY.AI	Relational, Multi-model Relational DBMS Spatial DBMS	1.19	+0.07	+0.03
88.	85.	88.	Apache Kylin	Relational	1.17	-0.04	-0.01
89.	88.	87.	IBM Db2 warehouse	Relational	1.13	-0.06	-0.10
90.	86.	64.	GridDB Detailed vendor-provided information available	Time Series, Multi-model Time Series DBMS Key-value store Relational DBMS	1.07	-0.12	-0.93
91.	92.	90.	Tibero	Relational	1.07	0.00	-0.07
92.	90.	91.	Alibaba Cloud MaxCompute	Relational	1.06	-0.05	-0.05
93.	94.	92.	TimesTen	Relational	1.04	+0.01	-0.06
94.	93.	83.	openGauss	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.02	-0.03	-0.25
95.	96.	84.	SQLBase	Relational	1.00	+0.02	-0.27
96.	95.	110.	Dolt	Relational, Multi-model Relational DBMS Document store	0.98	-0.01	+0.29
97.	97.	95.	NonStop SQL	Relational	0.96	+0.02	-0.06
98.	98.	100.	DataEase	Relational	0.93	+0.04	+0.04
99.	100.	94.	Oracle Rdb	Relational	0.83	+0.00	-0.19
100.	99.	96.	Apache HAWQ	Relational	0.82	-0.02	-0.13
101.	101.	99.	Alibaba Cloud AnalyticDB for MySQL	Relational, Multi-model Relational DBMS Document store	0.80	-0.01	-0.10
102.	102.	98.	Cubrid	Relational	0.74	-0.02	-0.19
103.	104.	101.	Altibase	Relational	0.74	-0.01	-0.13
104.	103.	112.	RisingWave	Relational	0.71	-0.04	+0.06
105.	105.	103.	NuoDB	Relational	0.71	-0.01	-0.08
106.	109.	93.	mSQL	Relational	0.70	+0.04	-0.33
107.	106.	107.	Yellowbrick	Relational	0.70	-0.01	-0.04
108.	107.	106.	Infobright	Relational	0.69	+0.01	-0.06
109.	108.	109.	MatrixOne	Relational	0.68	+0.02	-0.03
110.	110.	113.	TypeDB	Multi-model Graph DBMS Object oriented DBMS Relational DBMS	0.65	+0.01	0.00
111.	111.	126.	Kinetica	Relational, Multi-model Relational DBMS Spatial DBMS Time Series DBMS	0.64	+0.02	+0.14
112.	118.	102.	Firebolt	Relational	0.59	+0.04	-0.22
113.	114.	114.	Datacom/DB	Relational	0.59	+0.02	-0.05
114.	119.	116.	Apache Pinot	Relational	0.58	+0.04	-0.05
115.	112.	104.	Alibaba Cloud AnalyticDB for PostgreSQL	Relational	0.58	-0.02	-0.19
116.	116.	119.	SQream DB	Relational	0.57	+0.01	0.00
117.	113.	111.	CrateDB	Multi-model Document store Spatial DBMS Search engine Time Series DBMS Vector DBMS Relational DBMS	0.57	0.00	-0.09
118.	115.	120.	R:BASE	Relational	0.56	0.00	+0.00
119.	121.	118.	1010data	Relational	0.56	+0.03	-0.02
120.	117.	115.	Actian Vector	Relational	0.56	0.00	-0.08
121.	123.	117.	DBISAM	Relational	0.54	+0.03	-0.05
122.	120.	124.	Splice Machine	Relational	0.54	0.00	+0.00
123.	122.	121.	solidDB	Relational	0.51	+0.00	-0.04
124.	125.	125.	NexusDB	Relational	0.49	+0.03	-0.02
125.	124.	122.	FrontBase	Relational	0.47	-0.01	-0.08
126.	127.	132.	Kyligence Enterprise	Relational	0.47	+0.02	+0.07
127.	126.	127.	ITTIA	Time Series, Multi-model Time Series DBMS Relational DBMS	0.45	0.00	-0.05
128.	128.	130.	Kingbase	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.43	0.00	+0.02
129.	132.	123.	Apache Doris	Relational	0.42	+0.03	-0.12
130.	129.	108.	eXtremeDB	Time Series, Multi-model Time Series DBMS Relational DBMS	0.42	-0.01	-0.32
131.	130.	129.	YDB	Multi-model Document store Relational DBMS	0.42	0.00	+0.00
132.	131.	131.	ScaleArc	Relational	0.39	0.00	0.00
133.	133.	134.	SQL.JS	Relational	0.36	+0.01	-0.01
134.	134.	135.	Comdb2	Relational	0.35	0.00	+0.00
135.	135.	128.	VistaDB	Relational	0.33	+0.00	-0.13
136.	138.	150.	Mimer SQL	Relational	0.32	+0.01	+0.11
137.	136.	133.	AlaSQL	Multi-model Document store Relational DBMS	0.32	0.00	-0.06
138.	137.	147.	Actian PSQL	Relational	0.32	0.00	+0.09
139.	141.	138.	Databend	Relational	0.29	+0.03	-0.01
140.	139.	136.	Sequoiadb	Multi-model Document store Relational DBMS	0.29	+0.01	-0.03
141.	140.	139.	Postgres-XL	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.27	0.00	-0.02
142.	142.	149.	FeatureBase	Relational	0.26	+0.01	+0.04
143.	143.	143.	Brytlyt	Relational	0.25	0.00	+0.00
144.	146.	140.	Fujitsu Enterprise Postgres	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.24	+0.02	-0.05
145.	145.	145.	PieCloudDB	Relational	0.22	0.00	-0.02
146.	147.	152.	LeanXcale	Multi-model Key-value store Relational DBMS	0.22	+0.01	+0.01
147.	144.	141.	RDFox	Multi-model Graph DBMS RDF store Relational DBMS	0.21	-0.01	-0.06
148.	149.	153.	Immudb	Key-value, Multi-model Key-value store Relational DBMS	0.21	+0.02	+0.01
149.	148.	155.	PipelineDB	Relational	0.20	0.00	+0.02
150.	150.	156.	YottaDB	Key-value, Multi-model Key-value store Relational DBMS	0.18	0.00	+0.00
151.	151.	157.	TransLattice	Relational	0.18	0.00	+0.00
152.	152.	144.	MyScale	Multi-model Relational DBMS Vector DBMS	0.16	-0.01	-0.08
153.	155.	158.	BigObject	Relational	0.15	0.00	+0.00
154.	154.	146.	Raima Database Manager	Multi-model Relational DBMS Time Series DBMS	0.15	-0.01	-0.08
155.	156.	159.	XtremeData	Relational	0.15	0.00	+0.00
156.	157.	160.	EsgynDB	Relational	0.14	0.00	+0.00
157.	158.	161.	ElevateDB	Relational	0.14	0.00	+0.00
158.	153.	163.	chDB	Relational, Multi-model Relational DBMS Time Series DBMS	0.13	-0.03	+0.04
159.	160.	154.	Tibco ComputeDB	Relational	0.13	-0.01	-0.07
160.	161.	162.	AgensGraph	Multi-model Graph DBMS Relational DBMS	0.12	-0.01	+0.00
161.	159.	151.	Faircom DB	Multi-model Key-value store Relational DBMS	0.12	-0.01	-0.10
162.	162.	148.	Quasardb	Relational, Multi-model Relational DBMS Time Series DBMS	0.12	0.00	-0.10
163.	163.	142.	Tajo	Relational	0.12	0.00	-0.15
164.	165.	170.	Linter	Relational, Multi-model Relational DBMS Spatial DBMS	0.11	0.00	+0.09
165.	164.	164.	Lovefield	Relational	0.10	-0.02	+0.02
166.	166.	137.	Valentina Server	Relational	0.07	-0.01	-0.24
167.	167.	169.	Sadas Engine	Relational	0.03	+0.00	+0.02
168.	168.	165.	JethroData	Relational	0.03	0.00	+0.00
169.	169.	166.	OpenMLDB	Time Series, Multi-model Time Series DBMS Relational DBMS	0.02	0.00	+0.00
170.	170.	167.	SmallSQL	Relational	0.02	+0.00	0.00
171.	171.	168.	Faircom EDGE	Multi-model Key-value store Relational DBMS	0.00	-0.01	-0.01
172.	172.	171.	OushuDB	Relational	0.00	+0.00	+0.00
173.	173.	173.	ActorDB	Relational	0.00	±0.00	±0.00
173.	173.	172.	AntDB	Relational	0.00	±0.00	0.00
173.	173.	173.	CovenantSQL	Relational	0.00	±0.00	±0.00
173.	173.	173.	DaggerDB	Relational	0.00	±0.00	±0.00
173.	173.	173.	Edge Intelligence	Relational	0.00	±0.00	±0.00
173.	173.	173.	EdgelessDB	Relational	0.00	±0.00	±0.00
173.	173.	173.	H2GIS	Spatial, Multi-model Spatial DBMS Relational DBMS	0.00	±0.00	±0.00
173.	173.		Huawei Cloud TaurusDB	Relational, Multi-model Relational DBMS Spatial DBMS Vector DBMS	0.00	±0.00
173.	173.		Infino AI	Search engine, Multi-model Search engine Relational DBMS Vector DBMS	0.00	±0.00
173.	173.	173.	K-DB	Relational	0.00	±0.00	±0.00
173.	173.	173.	OpenTenBase	Relational	0.00	±0.00	±0.00
173.	173.	173.	SpaceTime	Spatial, Multi-model Spatial DBMS Relational DBMS	0.00	±0.00	±0.00
173.	173.		SpacetimeDB	Relational	0.00	±0.00
173.	173.	173.	Transbase	Relational	0.00	±0.00	±0.00
173.	173.	173.	Transwarp ArgoDB	Relational, Multi-model Relational DBMS Search engine	0.00	±0.00	±0.00
173.	173.	173.	Transwarp KunDB	Relational	0.00	±0.00	±0.00
173.	173.		VillageSQL	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.00	±0.00

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